Exam SRM — Statistics for Risk Modeling Flashcards
509 fact-checked cards across 14 decks — learn the concepts, drill the formula sheets, and work 210 exam-style practice problems. Written and verified by an FCAS/FSA actuary, with real LaTeX math.
Exam SRM — Statistics for Risk Modeling
14 decks · simple & multiple linear regression, model selection and diagnostics, GLMs, time series, PCA, decision trees & ensembles, and clustering.
Concepts, formulas & worked examples across every syllabus topic.
Clustering & KNN
Unsupervised clustering and nearest-neighbor methods for SOA Exam SRM: K-means partitionin…
Decision Trees & Ensembles
Tree-based methods for SOA Exam SRM in the ISLR framework: recursive binary splitting for …
Generalized Linear Models
Generalized linear models for SOA Exam SRM: the three GLM components and the linear-expone…
Linear Regression
Linear regression for SOA Exam SRM in the ISLR framework: the simple and multiple linear m…
Model Selection & Diagnostics
Checking and choosing a regression model for SOA Exam SRM: reading residual-vs-fitted and …
Principal Components Analysis
Principal components analysis for SOA Exam SRM: PCA as unsupervised dimension reduction, t…
Time Series
Time-series modeling for SOA Exam SRM: the trend/seasonal/cyclical/irregular decomposition…
Exam-style multiple-choice problems with worked solutions — a free sample of each; the full bank is in the app.
Clustering & KNN
Thirty exam-realistic multiple-choice problems on SOA Exam SRM clustering and nearest-neig…
Decision Trees & Ensembles
Thirty exam-realistic multiple-choice problems on SOA Exam SRM tree-based methods — regres…
Generalized Linear Models
Thirty exam-realistic multiple-choice problems on SOA Exam SRM generalized linear models —…
Linear Regression
Thirty exam-realistic multiple-choice problems on SOA Exam SRM linear regression — least-s…
Model Selection & Diagnostics
Thirty exam-realistic multiple-choice problems on SOA Exam SRM model selection and diagnos…
Principal Components Analysis
Thirty exam-realistic multiple-choice problems on SOA Exam SRM principal components analys…
Time Series
Thirty exam-realistic multiple-choice problems on SOA Exam SRM time series — white noise a…
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